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Method
ChatGPT Peer Review Prompt Checklist for Medical Manuscripts, Statistical Checks, and Reviewer Responses
A practical checklist for using ChatGPT to review medical manuscripts, check statistics and ethics, and prepare reviewer responses.
Before using this in research
The goal is not to adopt another tool. The goal is to reduce verified research time without weakening the evidence trail.
Best for
Biomedical, medical, clinical, and academic researchers who want a structured way to use ChatGPT for manuscript self-review, statistical and ethics checks, and responses to peer reviewers.
First step
Start by giving ChatGPT the manuscript section, target journal, study type, and the specific review task, then ask for structured feedback rather than general rewriting.
A safer workflow
1Define the review scope first: novelty, study design, methods, statistics, ethics, reporting guidelines, language clarity, or reviewer response drafting.
2Ask for section-by-section critique using the manuscript text and relevant context, including the journal requirements and study type where available.
3Use separate prompts for statistical checks, ethics and consent statements, limitations, reporting checklist items, and consistency between abstract, methods, results, and tables.
4For reviewer responses, map each reviewer comment to the manuscript change made, draft a concise response, and verify that the revised text supports the reply.
Watch-outs
Do not treat ChatGPT feedback as a substitute for expert statistical review, clinical judgment, ethics review, or journal instructions.
Avoid pasting confidential, identifiable, or unpublished sensitive data into tools unless privacy, consent, and institutional policies allow it.
Check every suggested citation, guideline, statistical claim, and editorial change against the manuscript, source documents, and journal requirements.
Evidence checks
Confirm that study design, outcomes, sample size, statistical tests, effect estimates, confidence intervals, and p values are reported consistently.
Verify that ethics approval, consent, trial registration, data availability, conflicts of interest, funding, and reporting guideline statements match the study record.
Ensure reviewer responses are traceable: each reply should identify the change made, where it appears in the manuscript, or why no change was made.
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